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Hyper-heuristic approaches for data stream-based iIntrusion detection in the Internet of Things
Published 2022“…Here, the memory consumption can be reduced by enabling a feature selection algorithm that excludes nonrelevant features and preserves the relevant ones. the algorithm is developed based on the variable length of the PSO. …”
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Efficient management of Top-k queries over Uncertain Data Streams with dynamic Sliding Window Model
Published 2024“…The algorithm development combines the frameworks from Phases 1 to 3, evaluating real and synthetic datasets. …”
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Evaluation of arima and ann stream analytics for air quality monitoring system
Published 2021“…Pricewise, the existing monitoring system alone is expensive even though none of them are furnished with stream analytics. The thesis presents the design and development of an accurate air quality monitoring system equipped with streaming machine learning predictive analytics called Smart Environmental System (SES). …”
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Stream-flow forecasting using extreme learning machines: A case study in a semi-arid region in Iraq
Published 2016“…The forecasting metrics defined as the correlation coefficient (r), Nash-Sutcliffe efficiency (ENS), Willmott's Index (WI), root-mean-square error (RMSE) and mean absolute error (MAE) computed between the observed and forecasted stream-flow data are employed to assess the ELM model's effectiveness. …”
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A generalized laser simulator algorithm for optimal path planning in constraints environment
Published 2022“…The mean path cost generated by the LS algorithm, on the other hand, is 14% higher than that generated by the PRM. …”
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Music Recommender System Using Machine Learning Content-Based Filtering Technique
Published 2022“…The aim of this study is to study about music recommender system on how it is implemented and to design and develop a music recommender system. In this study, methods of K-Mean Clustering, Euclidean Distance and Cosine Similarity are implemented. …”
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Undergraduates Project Papers -
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A quality of experience approach in smartphone video selection framework for energy efficiency
Published 2021“…The VCS outcomes are essential to help users and developer deciding which suitable video streaming format that can satisfy energy consumption and user QoE.…”
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Technical report: an application of graph theory in place a sensor at traffic light / Nur Shamimi Saleh Huddin, Nurul Nadiah Abd Ghani and Wan Nur Hafawati Wan Hassan
Published 2016“…Then, it is important to get the set of minimal edge control by using an algorithm. We got 4 edges connectivity of compatibility graph which are (a,c), (b,c), (c,g), (c,j) means that the sensors can be placed on the first, third, and fourth phase in the traffic light streams. …”
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Modelling of optimized hybrid debris flow using airborne laser scanning data in Malaysia
Published 2019“…The general objective of the study was the development of optimized hybrid debris flow models using airborne laser scanning data and Machine learning algorithms in Malaysia. …”
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Optimization of hydropower reservoir system using genetic algorithm for various climatic scenarios
Published 2015“…This considerable increase in power production will contribute in economic development. Moreover, the discrepancies of monthly mean power generation output between highest and lowest months by using hedging policies are around 10% in Ringlet reservoir and 26% in Jor reservoir, while this variation in power productions by TNB operation rules are about 30% and 49% respectively. …”
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Road lane tracking based on monocular vision
Published 2015“…Lane tracking and detection is a complex problem due to the versatility of road conditions in which the road stream of images is analyzed. In this paper, an algorithm was developed to obtain a robust real-time lane tracking under a sudden appearance of obstacles such as vehicles and shadows. …”
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Digital Quran With Storage Optimization Through Duplication Handling And Compressed Sparse Matrix Method
Published 2024thesis::doctoral thesis -
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Design and modelling of an autonomous robotic airship with soft computing control
Published 2012“…The control system were tested on simulation which were developed from simulink. The result shows a feasible means of UAV control. …”
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Support vector machine and neural network based model for monthly stream flow forecasting
Published 2023Article -
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Product Recommendation System (Targeted Recommendation using Deep Learning in Computer Vision)
Published 2023“…The project workflow involves several key steps. First, the MTCNN algorithm is utilized to detect and extract facial features from images or video streams. …”
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Undergraduates Project Papers -
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Online teleoperation of writing manipulator through graphics processing unit based accelerated stereo vision
Published 2021“…These benefits however are challenged by the high computational requirements of the algorithms used. In this thesis, a framework is developed to enable the use of stereo vision in realtime teleoperation of a manipulator robot for the task of writing. …”
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Chaos synchronization and cryptography for secure communications / Fatin Nabila Abd Latiff
Published 2021“…The theory of chaos provides the means to explain the phenomenon of chaos, control chaotic dynamic systems, and use the properties of chaos. …”
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